Study-Unit Description

Study-Unit Description


CODE IDG5155

 
TITLE Computational Game Creativity

 
LEVEL 05 - Postgraduate Modular Diploma or Degree Course

 
ECTS CREDITS 5

 
DEPARTMENT Institute of Digital Games

 
DESCRIPTION Computational game creativity covers the different creative facets of games (visuals, audio, narrative, game design, level design and gameplay) and attempts to automate one or more of these facets. Autonomous or semi-autonomous computational creators can alleviate the authorial burden of games during development, can lead to interesting and unexpected gameplay experiences and can provide insights on the nature of human creativity. Computational game creativity is positioned at the intersection of developing fields within games research, such as procedural content generation and AI-assisted design, and long-studied fields, such as visual art and narrative.

The study-unit includes a study of the different game facets from the perspective of human authors, presents the state-of-the art in procedural content generation within games, and connects them to instances of computational or mixed-initiative creativity outside of games (e.g. parametric design in architecture, generative art, procedural audio).

The study-unit will cover the following topics:

- Theories on human and computational creativity;
- Creative facets of games, from a human and computational creativity perspective (visuals, audio, narrative, level design, game design, gameplay);
- Human-computer co-creativity and assisted design;
- Multi-facet creativity, in games and beyond.

Study-Unit Aims:

The aims of the unit are as follows:
- Identify and formalize the creative facets of games;
- Survey the progress of algorithmic and parametric generation, within games and beyond;
- Introduction to techniques for creating algorithms for the generation of one or more facets of games.

Learning Outcomes:

1. Knowledge & Understanding:

By the end of the study-unit the student will be able to:
- Identify creative facets of games and describe them as computational models;
- Theorize on the nature of human and machine creativity, and how they intersect;
- Describe and theorize on the algorithms and domains covered in class.

2. Skills:

By the end of the study-unit the student will be able to:
- Critically analyze how human creativity affects the creative facets of games;
- Evaluate how computer-generated content affects the game it is used on;
- Theorize, describe and implement algorithms able to autonomously create game content.

Main Text/s and any supplementary readings:

- "Procedural Content Generation in Games: A textbook and an overview of current research." N. Shaker, J. Togelius, M. J. Nelson.
(Available online at http://pcgbook.com )
- "Computational Game Creativity" A. Liapis, G. N. Yannakakis, J. Togelius.
(Available online at http://antoniosliapis.com/articles/gamecreativity.php)
- "Evolutionary Visual Art and Design" M. Lewis.
(Available online at http://www.beck-shop.de/fachbuch/leseprobe/9783540728764_Excerpt_001.pdf)
- "Open problems in Evolutionary Music and Art" J. McCormack.
(Available online at http://www.csse.monash.edu.au/~jonmc/research/Papers/OpenProblemsSV.pdf)
- "Narrative Intelligence" M. Mateas, P. Sengers.
(Available online at http://webcluster.cs.columbia.edu/~julia/courses/old/cs4705-04/Mateas-Sengers-Overview.pdf)

More articles will be available online during the course of the study-unit.

 
ADDITIONAL NOTES Pre-requisite Qualifications: Good knowledge of digital prototyping tools. Object-oriented programming knowledge is desirable.

 
STUDY-UNIT TYPE Group Learning, Ind Study, Lect, Proj & Tutorial

 
METHOD OF ASSESSMENT
Assessment Component/s Resit Availability Weighting
Presentation (10 Minutes) Yes 10%
Oral Examination (20 Minutes) Yes 40%
Report Yes 50%

 
LECTURER/S Antonios Liapis

 
The University makes every effort to ensure that the published Courses Plans, Programmes of Study and Study-Unit information are complete and up-to-date at the time of publication. The University reserves the right to make changes in case errors are detected after publication.
The availability of optional units may be subject to timetabling constraints.
Units not attracting a sufficient number of registrations may be withdrawn without notice.
It should be noted that all the information in the study-unit description above applies to the academic year 2017/8, if study-unit is available during this academic year, and may be subject to change in subsequent years.

https://www.um.edu.mt/course/studyunit